Optimal load scheduling strategy for isolated building-integrated DC microgrid using binary PSO to maximize user comfort and minimize peak-to-average ratio
Due to the growth of electricity consumption in residential and commercial buildings, there is a growing burden on utilities in urban areas. Sustainable buildings are being developed by integrating renewable energy generation to make an eco-friendly environment. An isolated building-integrated (IBI)...
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| Published in | Energy and buildings Vol. 317; p. 114377 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
15.08.2024
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0378-7788 |
| DOI | 10.1016/j.enbuild.2024.114377 |
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| Abstract | Due to the growth of electricity consumption in residential and commercial buildings, there is a growing burden on utilities in urban areas. Sustainable buildings are being developed by integrating renewable energy generation to make an eco-friendly environment. An isolated building-integrated (IBI) DC microgrid fed by a hybrid solar PV (photo voltaic) generator-thermo electric generator (TEG) is one viable option for obtaining self-sustainable energy for the building. The battery is an important component in such IBI DC microgrid fed by the hybrid solar PV generator-TEG for providing reliable power to the loads. However, the operation and planning of the IBI DC microgrid are challenging, and therefore it needs a suitable load scheduling strategy. This paper proposes the optimal load scheduling strategy (OLSS) under demand response to schedule the household loads in the building. The proposed OLSS aims to balance two conflictive objectives, user comfort and peak-to-average ratio (PAR), using a binary particle swarm optimization algorithm (BPSO). The proposed OLSS optimizes user comfort and PAR and reduces peak demand and battery usage. It also helps in the optimum utilization of power generated from hybrid solar PV generator-TEG by shifting the loads during sun hours. Reducing battery usage reduces the conversion loss and extends the battery life. To validate the proposed OLSS, the investigations are carried out using the data obtained across different seasons. The results show that the proposed OLSS schedules the household loads with the desired user comfort and reduces PAR by 22 % in future buildings. |
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| AbstractList | Due to the growth of electricity consumption in residential and commercial buildings, there is a growing burden on utilities in urban areas. Sustainable buildings are being developed by integrating renewable energy generation to make an eco-friendly environment. An isolated building-integrated (IBI) DC microgrid fed by a hybrid solar PV (photo voltaic) generator-thermo electric generator (TEG) is one viable option for obtaining self-sustainable energy for the building. The battery is an important component in such IBI DC microgrid fed by the hybrid solar PV generator-TEG for providing reliable power to the loads. However, the operation and planning of the IBI DC microgrid are challenging, and therefore it needs a suitable load scheduling strategy. This paper proposes the optimal load scheduling strategy (OLSS) under demand response to schedule the household loads in the building. The proposed OLSS aims to balance two conflictive objectives, user comfort and peak-to-average ratio (PAR), using a binary particle swarm optimization algorithm (BPSO). The proposed OLSS optimizes user comfort and PAR and reduces peak demand and battery usage. It also helps in the optimum utilization of power generated from hybrid solar PV generator-TEG by shifting the loads during sun hours. Reducing battery usage reduces the conversion loss and extends the battery life. To validate the proposed OLSS, the investigations are carried out using the data obtained across different seasons. The results show that the proposed OLSS schedules the household loads with the desired user comfort and reduces PAR by 22 % in future buildings. |
| ArticleNumber | 114377 |
| Author | Sam, K. Navin Jethmalani, C.H. Ram Vidya, T. |
| Author_xml | – sequence: 1 givenname: T. surname: Vidya fullname: Vidya, T. – sequence: 2 givenname: K. Navin surname: Sam fullname: Sam, K. Navin email: navinsam.k@nitpy.ac.in – sequence: 3 givenname: C.H. Ram surname: Jethmalani fullname: Jethmalani, C.H. Ram |
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| Cites_doi | 10.1007/s00158-009-0460-7 10.1016/j.egyr.2021.11.227 10.1109/ICNN.1995.488968 10.1109/TIE.2012.2194969 10.1109/TIE.2012.2222852 10.1061/(ASCE)EY.1943-7897.0000725 10.1016/j.solener.2017.01.065 10.1109/TEC.2011.2112363 10.1016/j.enbuild.2022.112616 10.1016/j.solener.2019.06.050 10.3390/app5041134 10.1109/TENCON.2017.8228249 10.1109/ICEEICT.2015.7307360 10.1109/TSTE.2021.3084245 10.1109/ACCESS.2017.2705914 10.1016/j.energy.2013.02.053 10.1016/j.renene.2019.06.141 10.1016/j.solener.2023.112147 10.1016/j.enbuild.2014.11.069 10.1109/STA.2015.7505234 10.1016/j.enbuild.2022.112164 10.1109/ICSMC.1997.637339 10.1016/j.renene.2018.07.029 10.1109/ACCESS.2020.3024901 10.1016/j.renene.2016.01.017 10.1109/ICRERA.2017.8191186 10.1016/j.enbuild.2016.04.003 10.1016/j.micpro.2020.103274 |
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| Keywords | Supply and demand Demand response Scheduling Microgrid Particle swarm optimization |
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| Title | Optimal load scheduling strategy for isolated building-integrated DC microgrid using binary PSO to maximize user comfort and minimize peak-to-average ratio |
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